Papers by Young-kyoung Ham
LimaCost: Data Valuation for Instruction Tuning of Large Language Models (2025.findings-emnlp)
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| Challenge: | Instruction tuning is an effective approach for aligning large language models with human intentions. |
| Approach: | They propose a data quality measure that exhibits a strong correlation with model performance. |
| Outcome: | The proposed measure exhibits a strong correlation with model performance. |